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Tumor Segmentation in Whole Slide Images Using Persistent Homology and Deep Convolutional Features.

, , , и . MIUA, том 723 из Communications in Computer and Information Science, стр. 320-329. Springer, (2017)

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Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features., , , , , , и . Medical Image Anal., (2019)Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning., , , , , , , , , и 5 other автор(ы). MIDL, том 227 из Proceedings of Machine Learning Research, стр. 479-495. PMLR, (2023)Classification of lung cancer histology images using patch-level summary statistics., , , , и . Medical Imaging: Digital Pathology, том 10581 из SPIE Proceedings, стр. 1058119. SPIE, (2018)Methods for Segmentation and Classification of Digital Microscopy Tissue Images., , , , , , , , , и 4 other автор(ы). CoRR, (2018)Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation., , , , , , , , , и 3 other автор(ы). CoRR, (2024)Tumor Segmentation in Whole Slide Images Using Persistent Homology and Deep Convolutional Features., , , и . MIUA, том 723 из Communications in Computer and Information Science, стр. 320-329. Springer, (2017)Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images., , , , , и . MIUA, том 90 из Procedia Computer Science, стр. 119-124. Elsevier, (2016)Investigating the Effect of Various Augmentations on the Input Data Fed to a Convolutional Neural Network for the Task of Mammographic Mass Classification., , , и . MIUA, том 723 из Communications in Computer and Information Science, стр. 398-409. Springer, (2017)Hybrid Aggregation Network for Survival Analysis from Whole Slide Histopathological Images., , , , , и . MICCAI (5), том 12905 из Lecture Notes in Computer Science, стр. 731-740. Springer, (2021)Digital Tumor-Collagen Proximity Signature Predicts Survival in Diffuse Large B-Cell Lymphoma., , , , , и . ECDP, том 11435 из Lecture Notes in Computer Science, стр. 163-171. Springer, (2019)